BotHP

Implementation for the paper: Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster Discovery

Quick Start

Environment Setup

To set up the environment, install the required packages:

pip install -r requirements.txt

Dataset Preparation

MGTAB: The original dataset provides processed files in .pt format. Simply place them in the corresponding folder.

Twibot-20: The original dataset does not provide processed files. You need to generate them using the code in TwiBot-22/src/BotRGCN and then place the generated files in the corresponding folder.

Train and Test

You can run the following commands to train and test the model:

# For Twibot-20
python main_transductive.py --dataset Twibot-20

# For MGTAB
python main_transductive.py --dataset MGTAB-FF